#include "imgwarp_mls.h"
#include <cstdio>

using cv::Vec3b;

ImgWarp_MLS::ImgWarp_MLS()
{
    gridSize = 5;
}

inline double bilinear_interp(double x, double y,
                       double v11, double v12, double v21, double v22){
    return (v11*(1-y) + v12*y) * (1-x) + (v21*(1-y) + v22*y) * x;
}

Mat ImgWarp_MLS::setAllAndGenerate(const Mat & oriImg,
		const vector< Point_<int> > &qsrc,
		const vector< Point_<int> > &qdst,
		const int outW, const int outH, 
		const double transRatio){
	setSize(oriImg.cols, oriImg.rows);
	setTargetSize(outW, outH);
	setSrcPoints(qsrc);
	setDstPoints(qdst);
	calcDelta();
	return genNewImg(oriImg, transRatio);
}


Mat ImgWarp_MLS::genNewImg(const Mat & oriImg, double transRatio){
    int i,j;
    double di, dj;
    double nx, ny;
    int nxi, nyi, nxi1, nyi1;
    double deltaX, deltaY;
    double w, h;
    int ni, nj;

    Mat newImg(tarH, tarW, oriImg.type());
    for (i=0;i<tarH;i+=gridSize)
        for (j=0;j<tarW;j+=gridSize){
            ni = i+gridSize, nj = j+gridSize;
            w = h = gridSize;
            if (ni>=tarH) ni = tarH-1, h = ni-i+1;
            if (nj>=tarW) nj = tarW-1, w = nj-j+1;
            for (di=0; di<h; di++)
                for (dj=0; dj<w; dj++){
                    deltaX = bilinear_interp(di/h, dj/w,
                                             rDx(i,j),rDx(i, nj),
                                             rDx(ni, j), rDx(ni, nj));
//                    qDebug("(%d, %d, %d, %d): (%f, %f, %f, %f)",i, j, ni, nj, rDx(i,j),rDx(i, nj), rDx(ni, j), rDx(ni, nj));
                    deltaY = bilinear_interp(di/h, dj/w,
                                             rDy(i,j),rDy(i, nj),
                                             rDy(ni, j), rDy(ni, nj));
                    nx = j + dj + deltaX * transRatio;
                    ny = i + di + deltaY * transRatio;
//                     printf("%dx%d\n", srcW, srcH);
                    if (nx>srcW-1) nx = srcW-1;
                    if (ny>srcH-1) ny = srcH-1;
//                     if (nx>srcH-1) nx = srcH-1;
//                     if (ny>srcW-1) ny = srcW-1;
                    if (nx<0) nx = 0;
                    if (ny<0) ny = 0;
                    nxi = int(nx);
                    nyi = int(ny);
                    nxi1 = ceil(nx);
                    nyi1 = ceil(ny);
                    
                    if (oriImg.channels() == 1)
                        newImg.at<uchar>(i+di, j+dj) =
                            bilinear_interp(ny-nyi, nx-nxi,
                                    oriImg.at<uchar>(nyi, nxi), oriImg.at<uchar>(nyi, nxi1),
                                    oriImg.at<uchar>(nyi1, nxi), oriImg.at<uchar>(nyi1, nxi1));
                    else {
                        for (int ll=0; ll<3; ll++)
                            newImg.at<Vec3b>(i+di, j+dj)[ll] =
                                bilinear_interp(ny-nyi, nx-nxi,
                                    oriImg.at<Vec3b>(nyi, nxi)[ll], oriImg.at<Vec3b>(nyi, nxi1)[ll],
                                    oriImg.at<Vec3b>(nyi1, nxi)[ll], oriImg.at<Vec3b>(nyi1, nxi1)[ll]);
                    }
                }
        }
    return newImg;
}

// Set source points and prepare transformation matrices
void ImgWarp_MLS::setSrcPoints(const vector< Point_< int > > &qsrc)
{
    nPoint = qsrc.size();

    newDotL.clear();
    newDotL.reserve(nPoint);

    
    for (size_t i = 0; i<qsrc.size(); i++)
        newDotL.push_back(qsrc[i]);
    //std::copy(qsrc.begin(), qsrc.end(), newDotL.begin());

}

void ImgWarp_MLS::setDstPoints(const vector< Point_< int > > &qdst)
{
    nPoint = qdst.size();
    //oldDotL = Mat(nPoint, 2, CV_32FC1);
    oldDotL.clear();
    oldDotL.reserve(nPoint);
    
    for (size_t i = 0; i<qdst.size(); i++)
        oldDotL.push_back(qdst[i]);
    //std::copy(qdst.begin(), qdst.end(), oldDotL.begin());
}
